Your question is Scaling Under Heavy Load. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
What are the primary trade-offs when scaling a distributed system under heavy read/write load?